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@@ -127,8 +127,8 @@ The learned-hierarchy development path perturbs the feedback convolution
parameter spaces themselves. One antithetic pair estimates every edge's causal
target moment simultaneously, while the current prediction moment is a local
child/parent correlation. Its BatchNorm-coupled JVP and symmetric-limit delta
-rule are executable smoke tests; no accuracy claim is attached until its own
-causal-capture protocol is frozen and passed.
+rule are executable smoke tests. `ORAL_A_V4.md` freezes the causal-capture and
+conditional accuracy gates; no accuracy claim is attached until they pass.
The subsequent V3 mechanism estimates the required A/G matrix statistics
directly by perturbing the vectorizer parameter subspace. It remains